Overview
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Get started with machine learning and the Core ML framework, and learn how to build your own custom machine learning model and integrate it into an iOS app.
Syllabus
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Introduction
- Welcome
- What you should know
- Using the exercise files
- Machine learning and Core ML
- Custom models with Turi Create
- Your machine learning setup
- Getting comfortable with Python, part 1
- Getting comfortable with Python, part 2
- The data set we work with
- Work with Turi Create
- Prepare the data for Turi Create
- Create an ML model with Turi Create
- Our sample app: Dogs vs. Cats
- A quick look around the Xcode project
- Implement an image picker controller
- The Vision framework and Core ML
- An animal detector powered by Vision
- Our machine learning model in action
- Next steps
